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Learning Paradigms

14,108 papers (9 classified directly here)

Subtopics

Transfer Learning (8,166) Few-Shot Learning (2,562) Meta-Learning (1,529) Federated Learning (1,360) Zero-Shot Learning (867) Multi-Task Learning (135) Continual Learning (118) Domain Adaptation (117) Self-Supervised Learning (100) Active Learning (75) Semi-Supervised Learning (41) Unsupervised Learning (26) In-Context Learning (19) Weakly Supervised Learning (11) Domain Generalization (9)

Papers per year

4
19
58
1128
2227
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Papers (including subtopics)

A Multi-player Game for Studying Federated Learning Incentive Schemes IJCAI 2020
Mentoring-Reverse Mentoring for Unsupervised Multi-Channel Speech Source Separation INTERSPEECH 2020
Multi-Modal Embeddings Using Multi-Task Learning for Emotion Recognition INTERSPEECH 2020
The XMUSPEECH System for the AP19-OLR Challenge INTERSPEECH 2020
Releasing a Toolkit and Comparing the Performance of Language Embeddings Across Various Spoken Language Identification Datasets INTERSPEECH 2020
Cross-Domain Adaptation of Spoken Language Identification for Related Languages: The Curious Case of Slavic Languages INTERSPEECH 2020
CATOTRON — A Neural Text-to-Speech System in Catalan INTERSPEECH 2020
VoiceID on the Fly: A Speaker Recognition System that Learns from Scratch INTERSPEECH 2020
The XMUSPEECH System for Short-Duration Speaker Verification Challenge 2020 INTERSPEECH 2020
A Federated Approach in Training Acoustic Models INTERSPEECH 2020
Large-Scale End-to-End Multilingual Speech Recognition and Language Identification with Multi-Task Learning INTERSPEECH 2020
Self-Supervised Pre-Training with Acoustic Configurations for Replay Spoofing Detection INTERSPEECH 2020
Relational Teacher Student Learning with Neural Label Embedding for Device Adaptation in Acoustic Scene Classification INTERSPEECH 2020
Computer Audition for Continuous Rainforest Occupancy Monitoring: The Case of Bornean Gibbons’ Call Detection INTERSPEECH 2020
Peking Opera Synthesis via Duration Informed Attention Network INTERSPEECH 2020
Transfer Learning for Improving Singing-Voice Detection in Polyphonic Instrumental Music INTERSPEECH 2020
Rapid RNN-T Adaptation Using Personalized Speech Synthesis and Neural Language Generator INTERSPEECH 2020
Learning Fast Adaptation on Cross-Accented Speech Recognition INTERSPEECH 2020
Enhancing Speech Intelligibility in Text-To-Speech Synthesis Using Speaking Style Conversion INTERSPEECH 2020
Contextualized Translation of Automatically Segmented Speech INTERSPEECH 2020
Large-Scale Transfer Learning for Low-Resource Spoken Language Understanding INTERSPEECH 2020
Deep Learning Based Assessment of Synthetic Speech Naturalness INTERSPEECH 2020
AutoSpeech 2020: The Second Automated Machine Learning Challenge for Speech Classification INTERSPEECH 2020
Ensembling End-to-End Deep Models for Computational Paralinguistics Tasks: ComParE 2020 Mask and Breathing Sub-Challenges INTERSPEECH 2020
Transfer Learning Approaches for Streaming End-to-End Speech Recognition System INTERSPEECH 2020